Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 449001 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 115160 |
| Duplicate rows (%) | 25.6% |
| Total size in memory | 102.8 MiB |
| Average record size in memory | 240.0 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 11 |
| Dataset has 115160 (25.6%) duplicate rows | Duplicates |
first_browser has a high cardinality: 51 distinct values | High cardinality |
days_from_first_active_until_booking is highly correlated with days_from_account_created_until_first_booking and 1 other fields | High correlation |
days_from_account_created_until_first_booking is highly correlated with days_from_first_active_until_booking and 1 other fields | High correlation |
year_first_active is highly correlated with year_first_created_account | High correlation |
month_first_active is highly correlated with weekodyear_first_active and 2 other fields | High correlation |
day_first_active is highly correlated with day_first_created_account | High correlation |
dayofweek_first_active is highly correlated with dayofweek_first_created_account | High correlation |
weekodyear_first_active is highly correlated with month_first_active and 2 other fields | High correlation |
year_first_booking is highly correlated with days_from_first_active_until_booking and 1 other fields | High correlation |
month_first_booking is highly correlated with weekofyear_first_booking | High correlation |
weekofyear_first_booking is highly correlated with month_first_booking | High correlation |
year_first_created_account is highly correlated with year_first_active | High correlation |
month_first_created_account is highly correlated with month_first_active and 2 other fields | High correlation |
day_first_created_account is highly correlated with day_first_active | High correlation |
dayofweek_first_created_account is highly correlated with dayofweek_first_active | High correlation |
weekofyear_first_created_account is highly correlated with month_first_active and 2 other fields | High correlation |
days_from_first_active_until_account_created is highly skewed (γ1 = 80.18747491) | Skewed |
signup_flow has 355794 (79.2%) zeros | Zeros |
days_from_first_active_until_booking has 88175 (19.6%) zeros | Zeros |
days_from_first_active_until_account_created has 448462 (99.9%) zeros | Zeros |
days_from_account_created_until_first_booking has 88151 (19.6%) zeros | Zeros |
dayofweek_first_active has 71084 (15.8%) zeros | Zeros |
dayofweek_first_booking has 45816 (10.2%) zeros | Zeros |
dayofweek_first_created_account has 71066 (15.8%) zeros | Zeros |
Reproduction
| Analysis started | 2021-05-17 23:07:18.988939 |
|---|---|
| Analysis finished | 2021-05-17 23:09:44.654825 |
| Duration | 2 minutes and 25.67 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
age
Real number (ℝ≥0)
| Distinct | 99 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.72022557 |
|---|---|
| Minimum | 16 |
| Maximum | 115 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 31 |
| median | 41 |
| Q3 | 49 |
| 95-th percentile | 57 |
| Maximum | 115 |
| Range | 99 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 12.35364801 |
|---|---|
| Coefficient of variation (CV) | 0.3033786734 |
| Kurtosis | 4.422704702 |
| Mean | 40.72022557 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.164537793 |
| Sum | 18283422 |
| Variance | 152.6126192 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 49 | 130218 | |
| 30 | 16216 | 3.6% |
| 31 | 16200 | 3.6% |
| 32 | 15506 | 3.5% |
| 29 | 15422 | 3.4% |
| 28 | 15049 | 3.4% |
| 33 | 14172 | 3.2% |
| 27 | 13731 | 3.1% |
| 34 | 12982 | 2.9% |
| 35 | 12246 | 2.7% |
| Other values (89) | 187259 |
| Value | Count | Frequency (%) |
| 16 | 26 | < 0.1% |
| 17 | 70 | < 0.1% |
| 18 | 1156 | |
| 19 | 2211 | |
| 20 | 1499 |
| Value | Count | Frequency (%) |
| 115 | 12 | < 0.1% |
| 113 | 4 | < 0.1% |
| 112 | 1 | < 0.1% |
| 111 | 2 | < 0.1% |
| 110 | 186 |
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.286484885 |
|---|---|
| Minimum | 0 |
| Maximum | 25 |
| Zeros | 355794 |
| Zeros (%) | 79.2% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 24 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.351544869 |
|---|---|
| Coefficient of variation (CV) | 2.777864358 |
| Kurtosis | 7.028920144 |
| Mean | 2.286484885 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.911430805 |
| Sum | 1026634 |
| Variance | 40.34212222 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 355794 | |
| 25 | 17066 | 3.8% |
| 1 | 16152 | 3.6% |
| 2 | 16124 | 3.6% |
| 3 | 10413 | 2.3% |
| 12 | 9977 | 2.2% |
| 24 | 7419 | 1.7% |
| 23 | 4033 | 0.9% |
| 5 | 1201 | 0.3% |
| 6 | 1153 | 0.3% |
| Other values (16) | 9669 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 355794 | |
| 1 | 16152 | 3.6% |
| 2 | 16124 | 3.6% |
| 3 | 10413 | 2.3% |
| 4 | 1063 | 0.2% |
| Value | Count | Frequency (%) |
| 25 | 17066 | |
| 24 | 7419 | |
| 23 | 4033 | 0.9% |
| 22 | 435 | 0.1% |
| 21 | 641 | 0.1% |
| Distinct | 2035 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1577.190367 |
|---|---|
| Minimum | 0 |
| Maximum | 7393 |
| Zeros | 88175 |
| Zeros (%) | 19.6% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 13 |
| Q3 | 5486 |
| 95-th percentile | 6051 |
| Maximum | 7393 |
| Range | 7393 |
| Interquartile range (IQR) | 5485 |
Descriptive statistics
| Standard deviation | 2549.174301 |
|---|---|
| Coefficient of variation (CV) | 1.616275597 |
| Kurtosis | -0.848772277 |
| Mean | 1577.190367 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 1.062757598 |
| Sum | 708160052 |
| Variance | 6498289.619 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 88175 | 19.6% |
| 1 | 49673 | 11.1% |
| 2 | 21960 | 4.9% |
| 3 | 13794 | 3.1% |
| 4 | 9924 | 2.2% |
| 5 | 8037 | 1.8% |
| 6 | 6794 | 1.5% |
| 7 | 5829 | 1.3% |
| 8 | 5011 | 1.1% |
| 9 | 3950 | 0.9% |
| Other values (2025) | 235854 |
| Value | Count | Frequency (%) |
| 0 | 88175 | |
| 1 | 49673 | |
| 2 | 21960 | 4.9% |
| 3 | 13794 | 3.1% |
| 4 | 9924 | 2.2% |
| Value | Count | Frequency (%) |
| 7393 | 1 | |
| 7328 | 1 | |
| 7101 | 2 | |
| 7099 | 1 | |
| 7095 | 2 |
| Distinct | 263 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1768214325 |
|---|---|
| Minimum | 0 |
| Maximum | 1456 |
| Zeros | 448462 |
| Zeros (%) | 99.9% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1456 |
| Range | 1456 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9.408851282 |
|---|---|
| Coefficient of variation (CV) | 53.21103415 |
| Kurtosis | 7972.913828 |
| Mean | 0.1768214325 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 80.18747491 |
| Sum | 79393 |
| Variance | 88.52648244 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 448462 | |
| 1 | 53 | < 0.1% |
| 2 | 38 | < 0.1% |
| 4 | 25 | < 0.1% |
| 3 | 25 | < 0.1% |
| 5 | 7 | < 0.1% |
| 20 | 6 | < 0.1% |
| 18 | 6 | < 0.1% |
| 9 | 6 | < 0.1% |
| 11 | 5 | < 0.1% |
| Other values (253) | 368 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 448462 | |
| 1 | 53 | < 0.1% |
| 2 | 38 | < 0.1% |
| 3 | 25 | < 0.1% |
| 4 | 25 | < 0.1% |
| Value | Count | Frequency (%) |
| 1456 | 1 | |
| 1369 | 1 | |
| 1361 | 1 | |
| 1148 | 1 | |
| 1036 | 1 |
| Distinct | 2021 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1577.013265 |
|---|---|
| Minimum | -349 |
| Maximum | 7101 |
| Zeros | 88151 |
| Zeros (%) | 19.6% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | -349 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 13 |
| Q3 | 5486 |
| 95-th percentile | 6051 |
| Maximum | 7101 |
| Range | 7450 |
| Interquartile range (IQR) | 5485 |
Descriptive statistics
| Standard deviation | 2549.161492 |
|---|---|
| Coefficient of variation (CV) | 1.616448985 |
| Kurtosis | -0.848810614 |
| Mean | 1577.013265 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 1.0627727 |
| Sum | 708080533 |
| Variance | 6498224.312 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 88151 | 19.6% |
| 1 | 49648 | 11.1% |
| 2 | 21951 | 4.9% |
| 3 | 13790 | 3.1% |
| 4 | 9916 | 2.2% |
| 5 | 8041 | 1.8% |
| 6 | 6796 | 1.5% |
| 7 | 5829 | 1.3% |
| 8 | 5012 | 1.1% |
| 9 | 3949 | 0.9% |
| Other values (2011) | 235918 |
| Value | Count | Frequency (%) |
| -349 | 1 | |
| -347 | 1 | |
| -338 | 1 | |
| -308 | 1 | |
| -298 | 1 |
| Value | Count | Frequency (%) |
| 7101 | 2 | |
| 7099 | 1 | |
| 7095 | 2 | |
| 7094 | 1 | |
| 7092 | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2012.83694 |
|---|---|
| Minimum | 2009 |
| Maximum | 2014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 2009 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2012 |
| median | 2013 |
| Q3 | 2014 |
| 95-th percentile | 2014 |
| Maximum | 2014 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.9311603293 |
|---|---|
| Coefficient of variation (CV) | 0.0004626109104 |
| Kurtosis | -0.2291199538 |
| Mean | 2012.83694 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.5056026116 |
| Sum | 903765799 |
| Variance | 0.8670595589 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 2013 | 180498 | |
| 2014 | 118230 | |
| 2012 | 113711 | |
| 2011 | 31960 | 7.1% |
| 2010 | 4595 | 1.0% |
| 2009 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 2009 | 7 | < 0.1% |
| 2010 | 4595 | 1.0% |
| 2011 | 31960 | 7.1% |
| 2012 | 113711 | |
| 2013 | 180498 |
| Value | Count | Frequency (%) |
| 2014 | 118230 | |
| 2013 | 180498 | |
| 2012 | 113711 | |
| 2011 | 31960 | 7.1% |
| 2010 | 4595 | 1.0% |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.839652918 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.103485953 |
|---|---|
| Coefficient of variation (CV) | 0.5314504126 |
| Kurtosis | -0.871141908 |
| Mean | 5.839652918 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2899287923 |
| Sum | 2622010 |
| Variance | 9.631625059 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 60739 | |
| 6 | 58231 | |
| 4 | 49437 | |
| 3 | 43363 | |
| 2 | 36558 | |
| 1 | 35604 | |
| 8 | 33108 | |
| 9 | 32381 | |
| 7 | 27894 | |
| 10 | 26716 | |
| Other values (2) | 44970 |
| Value | Count | Frequency (%) |
| 1 | 35604 | |
| 2 | 36558 | |
| 3 | 43363 | |
| 4 | 49437 | |
| 5 | 60739 |
| Value | Count | Frequency (%) |
| 12 | 18991 | |
| 11 | 25979 | |
| 10 | 26716 | |
| 9 | 32381 | |
| 8 | 33108 |
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.65494954 |
|---|---|
| Minimum | 1 |
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.55294633 |
|---|---|
| Coefficient of variation (CV) | 0.546341354 |
| Kurtosis | -1.185728864 |
| Mean | 15.65494954 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.00295224836 |
| Sum | 7029088 |
| Variance | 73.15289092 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 16169 | 3.6% |
| 16 | 15824 | 3.5% |
| 23 | 15656 | 3.5% |
| 13 | 15541 | 3.5% |
| 27 | 15523 | 3.5% |
| 5 | 15463 | 3.4% |
| 22 | 15441 | 3.4% |
| 26 | 15409 | 3.4% |
| 6 | 15384 | 3.4% |
| 17 | 15355 | 3.4% |
| Other values (21) | 293236 |
| Value | Count | Frequency (%) |
| 1 | 11461 | |
| 2 | 13467 | |
| 3 | 15129 | |
| 4 | 14900 | |
| 5 | 15463 |
| Value | Count | Frequency (%) |
| 31 | 4073 | 0.9% |
| 30 | 11030 | |
| 29 | 13077 | |
| 28 | 15065 | |
| 27 | 15523 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.540446458 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 71084 |
| Zeros (%) | 15.8% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.814653128 |
|---|---|
| Coefficient of variation (CV) | 0.7143048113 |
| Kurtosis | -0.993171433 |
| Mean | 2.540446458 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2567032416 |
| Sum | 1140663 |
| Variance | 3.292965974 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 81453 | |
| 2 | 80758 | |
| 3 | 73622 | |
| 0 | 71084 | |
| 4 | 63332 | |
| 5 | 49012 | |
| 6 | 29740 | 6.6% |
| Value | Count | Frequency (%) |
| 0 | 71084 | |
| 1 | 81453 | |
| 2 | 80758 | |
| 3 | 73622 | |
| 4 | 63332 |
| Value | Count | Frequency (%) |
| 6 | 29740 | 6.6% |
| 5 | 49012 | |
| 4 | 63332 | |
| 3 | 73622 | |
| 2 | 80758 |
| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.9726259 |
|---|---|
| Minimum | 1 |
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 14 |
| median | 22 |
| Q3 | 34 |
| 95-th percentile | 48 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 13.45303375 |
|---|---|
| Coefficient of variation (CV) | 0.5611831514 |
| Kurtosis | -0.8735427894 |
| Mean | 23.9726259 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.2870609696 |
| Sum | 10763733 |
| Variance | 180.984117 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 21 | 14399 | 3.2% |
| 23 | 14270 | 3.2% |
| 26 | 14180 | 3.2% |
| 20 | 13986 | 3.1% |
| 25 | 13935 | 3.1% |
| 19 | 13881 | 3.1% |
| 24 | 13617 | 3.0% |
| 22 | 12674 | 2.8% |
| 18 | 12404 | 2.8% |
| 17 | 11884 | 2.6% |
| Other values (43) | 313771 |
| Value | Count | Frequency (%) |
| 1 | 5444 | |
| 2 | 6281 | |
| 3 | 8284 | |
| 4 | 8328 | |
| 5 | 7808 |
| Value | Count | Frequency (%) |
| 53 | 3 | < 0.1% |
| 52 | 3514 | |
| 51 | 4530 | |
| 50 | 5233 | |
| 49 | 6059 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2017.150717 |
|---|---|
| Minimum | 2010 |
| Maximum | 2029 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 2010 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2013 |
| median | 2013 |
| Q3 | 2029 |
| 95-th percentile | 2029 |
| Maximum | 2029 |
| Range | 19 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 7.194494414 |
|---|---|
| Coefficient of variation (CV) | 0.003566661804 |
| Kurtosis | -0.9122288994 |
| Mean | 2017.150717 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.010640064 |
| Sum | 905702689 |
| Variance | 51.76074987 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 2013 | 131311 | |
| 2029 | 119810 | |
| 2012 | 85214 | |
| 2014 | 82630 | |
| 2011 | 23488 | 5.2% |
| 2010 | 3364 | 0.7% |
| 2015 | 3184 | 0.7% |
| Value | Count | Frequency (%) |
| 2010 | 3364 | 0.7% |
| 2011 | 23488 | 5.2% |
| 2012 | 85214 | |
| 2013 | 131311 | |
| 2014 | 82630 |
| Value | Count | Frequency (%) |
| 2029 | 119810 | |
| 2015 | 3184 | 0.7% |
| 2014 | 82630 | |
| 2013 | 131311 | |
| 2012 | 85214 |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.915367672 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.546033192 |
|---|---|
| Coefficient of variation (CV) | 0.4304099649 |
| Kurtosis | -0.04900599078 |
| Mean | 5.915367672 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2382102987 |
| Sum | 2656006 |
| Variance | 6.482285015 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 163800 | |
| 5 | 46015 | 10.2% |
| 4 | 34774 | 7.7% |
| 3 | 30768 | 6.9% |
| 8 | 27246 | 6.1% |
| 2 | 26223 | 5.8% |
| 7 | 25649 | 5.7% |
| 9 | 24583 | 5.5% |
| 1 | 21860 | 4.9% |
| 10 | 20211 | 4.5% |
| Other values (2) | 27872 | 6.2% |
| Value | Count | Frequency (%) |
| 1 | 21860 | |
| 2 | 26223 | |
| 3 | 30768 | |
| 4 | 34774 | |
| 5 | 46015 |
| Value | Count | Frequency (%) |
| 12 | 9965 | 2.2% |
| 11 | 17907 | |
| 10 | 20211 | |
| 9 | 24583 | |
| 8 | 27246 |
day_first_booking
Real number (ℝ≥0)
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.19065882 |
|---|---|
| Minimum | 1 |
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 11 |
| median | 15 |
| Q3 | 20 |
| 95-th percentile | 28 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.196865264 |
|---|---|
| Coefficient of variation (CV) | 0.4737691334 |
| Kurtosis | -0.4890551126 |
| Mean | 15.19065882 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.06491052359 |
| Sum | 6820621 |
| Variance | 51.79486962 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 131787 | |
| 10 | 11949 | 2.7% |
| 17 | 11739 | 2.6% |
| 5 | 11703 | 2.6% |
| 16 | 11658 | 2.6% |
| 9 | 11647 | 2.6% |
| 14 | 11626 | 2.6% |
| 11 | 11553 | 2.6% |
| 7 | 11416 | 2.5% |
| 20 | 11408 | 2.5% |
| Other values (21) | 212515 |
| Value | Count | Frequency (%) |
| 1 | 9022 | |
| 2 | 10238 | |
| 3 | 11056 | |
| 4 | 11342 | |
| 5 | 11703 |
| Value | Count | Frequency (%) |
| 31 | 1969 | 0.4% |
| 30 | 6331 | |
| 29 | 8371 | |
| 28 | 9784 | |
| 27 | 10386 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.912866564 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 45816 |
| Zeros (%) | 10.2% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.608861927 |
|---|---|
| Coefficient of variation (CV) | 0.5523294294 |
| Kurtosis | -0.8588803838 |
| Mean | 2.912866564 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.3349162373 |
| Sum | 1307880 |
| Variance | 2.588436701 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 168918 | |
| 2 | 63796 | 14.2% |
| 1 | 61050 | 13.6% |
| 3 | 59395 | 13.2% |
| 0 | 45816 | 10.2% |
| 5 | 34775 | 7.7% |
| 6 | 15251 | 3.4% |
| Value | Count | Frequency (%) |
| 0 | 45816 | 10.2% |
| 1 | 61050 | 13.6% |
| 2 | 63796 | 14.2% |
| 3 | 59395 | 13.2% |
| 4 | 168918 |
| Value | Count | Frequency (%) |
| 6 | 15251 | 3.4% |
| 5 | 34775 | 7.7% |
| 4 | 168918 | |
| 3 | 59395 | 13.2% |
| 2 | 63796 | 14.2% |
| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.19333587 |
|---|---|
| Minimum | 1 |
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 18 |
| median | 24 |
| Q3 | 29 |
| 95-th percentile | 46 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 11.07113996 |
|---|---|
| Coefficient of variation (CV) | 0.4576111381 |
| Kurtosis | -0.03836883954 |
| Mean | 24.19333587 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.2934235302 |
| Sum | 10862832 |
| Variance | 122.5701401 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 130650 | |
| 21 | 11157 | 2.5% |
| 23 | 10838 | 2.4% |
| 19 | 10401 | 2.3% |
| 26 | 10383 | 2.3% |
| 25 | 10188 | 2.3% |
| 20 | 10118 | 2.3% |
| 22 | 9411 | 2.1% |
| 18 | 8967 | 2.0% |
| 14 | 8213 | 1.8% |
| Other values (43) | 228675 |
| Value | Count | Frequency (%) |
| 1 | 2898 | |
| 2 | 3542 | |
| 3 | 5566 | |
| 4 | 5133 | |
| 5 | 5092 |
| Value | Count | Frequency (%) |
| 53 | 1 | < 0.1% |
| 52 | 1463 | 0.3% |
| 51 | 2660 | |
| 50 | 3404 | |
| 49 | 3832 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 MiB |
| 2013 | |
|---|---|
| 2014 | |
| 2012 | |
| 2011 | |
| 2010 | 4574 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1796004 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2010 |
|---|---|
| 2nd row | 2011 |
| 3rd row | 2010 |
| 4th row | 2011 |
| 5th row | 2010 |
| Value | Count | Frequency (%) |
| 2013 | 180521 | |
| 2014 | 118264 | |
| 2012 | 113710 | |
| 2011 | 31932 | 7.1% |
| 2010 | 4574 | 1.0% |
| Value | Count | Frequency (%) |
| 2013 | 180521 | |
| 2014 | 118264 | |
| 2012 | 113710 | |
| 2011 | 31932 | 7.1% |
| 2010 | 4574 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 562711 | |
| 1 | 480933 | |
| 0 | 453575 | |
| 3 | 180521 | 10.1% |
| 4 | 118264 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1796004 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 2 | 562711 | |
| 1 | 480933 | |
| 0 | 453575 | |
| 3 | 180521 | 10.1% |
| 4 | 118264 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1796004 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2 | 562711 | |
| 1 | 480933 | |
| 0 | 453575 | |
| 3 | 180521 | 10.1% |
| 4 | 118264 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1796004 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 562711 | |
| 1 | 480933 | |
| 0 | 453575 | |
| 3 | 180521 | 10.1% |
| 4 | 118264 | 6.6% |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.84047697 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.103921653 |
|---|---|
| Coefficient of variation (CV) | 0.5314500287 |
| Kurtosis | -0.871861039 |
| Mean | 5.84047697 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2894684173 |
| Sum | 2622380 |
| Variance | 9.634329629 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 60735 | |
| 6 | 58201 | |
| 4 | 49422 | |
| 3 | 43341 | |
| 2 | 36550 | |
| 1 | 35614 | |
| 8 | 33134 | |
| 9 | 32389 | |
| 7 | 27881 | |
| 10 | 26735 | |
| Other values (2) | 44999 |
| Value | Count | Frequency (%) |
| 1 | 35614 | |
| 2 | 36550 | |
| 3 | 43341 | |
| 4 | 49422 | |
| 5 | 60735 |
| Value | Count | Frequency (%) |
| 12 | 18995 | |
| 11 | 26004 | |
| 10 | 26735 | |
| 9 | 32389 | |
| 8 | 33134 |
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.65586936 |
|---|---|
| Minimum | 1 |
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.553639694 |
|---|---|
| Coefficient of variation (CV) | 0.5463535429 |
| Kurtosis | -1.186015732 |
| Mean | 15.65586936 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.003144012124 |
| Sum | 7029501 |
| Variance | 73.16475201 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 16183 | 3.6% |
| 16 | 15841 | 3.5% |
| 23 | 15637 | 3.5% |
| 27 | 15532 | 3.5% |
| 13 | 15526 | 3.5% |
| 5 | 15462 | 3.4% |
| 22 | 15450 | 3.4% |
| 26 | 15414 | 3.4% |
| 6 | 15370 | 3.4% |
| 17 | 15350 | 3.4% |
| Other values (21) | 293236 |
| Value | Count | Frequency (%) |
| 1 | 11459 | |
| 2 | 13469 | |
| 3 | 15138 | |
| 4 | 14903 | |
| 5 | 15462 |
| Value | Count | Frequency (%) |
| 31 | 4071 | 0.9% |
| 30 | 11027 | |
| 29 | 13075 | |
| 28 | 15092 | |
| 27 | 15532 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.540637994 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 71066 |
| Zeros (%) | 15.8% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.814766668 |
|---|---|
| Coefficient of variation (CV) | 0.7142956503 |
| Kurtosis | -0.9935157852 |
| Mean | 2.540637994 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2566643548 |
| Sum | 1140749 |
| Variance | 3.29337806 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 81478 | |
| 2 | 80757 | |
| 3 | 73572 | |
| 0 | 71066 | |
| 4 | 63346 | |
| 5 | 49035 | |
| 6 | 29747 | 6.6% |
| Value | Count | Frequency (%) |
| 0 | 71066 | |
| 1 | 81478 | |
| 2 | 80757 | |
| 3 | 73572 | |
| 4 | 63346 |
| Value | Count | Frequency (%) |
| 6 | 29747 | 6.6% |
| 5 | 49035 | |
| 4 | 63346 | |
| 3 | 73572 | |
| 2 | 80757 |
| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.97627177 |
|---|---|
| Minimum | 1 |
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 14 |
| median | 22 |
| Q3 | 34 |
| 95-th percentile | 48 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 13.45547183 |
|---|---|
| Coefficient of variation (CV) | 0.5611995041 |
| Kurtosis | -0.8743655565 |
| Mean | 23.97627177 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.2866583393 |
| Sum | 10765370 |
| Variance | 181.049722 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 21 | 14397 | 3.2% |
| 23 | 14272 | 3.2% |
| 26 | 14174 | 3.2% |
| 20 | 13977 | 3.1% |
| 25 | 13930 | 3.1% |
| 19 | 13880 | 3.1% |
| 24 | 13615 | 3.0% |
| 22 | 12676 | 2.8% |
| 18 | 12408 | 2.8% |
| 17 | 11883 | 2.6% |
| Other values (43) | 313789 |
| Value | Count | Frequency (%) |
| 1 | 5446 | |
| 2 | 6282 | |
| 3 | 8285 | |
| 4 | 8330 | |
| 5 | 7811 |
| Value | Count | Frequency (%) |
| 53 | 3 | < 0.1% |
| 52 | 3514 | |
| 51 | 4531 | |
| 50 | 5234 | |
| 49 | 6061 |
gender
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 MiB |
| -unknown- | |
|---|---|
| FEMALE | |
| MALE | |
| OTHER | 908 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.537564504 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2935373 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -unknown- |
|---|---|
| 2nd row | MALE |
| 3rd row | FEMALE |
| 4th row | FEMALE |
| 5th row | -unknown- |
| Value | Count | Frequency (%) |
| -unknown- | 168301 | |
| FEMALE | 148478 | |
| MALE | 131314 | |
| OTHER | 908 | 0.2% |
| Value | Count | Frequency (%) |
| unknown | 168301 | |
| female | 148478 | |
| male | 131314 | |
| other | 908 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 504903 | |
| E | 429178 | |
| - | 336602 | |
| M | 279792 | |
| A | 279792 | |
| L | 279792 | |
| u | 168301 | 5.7% |
| k | 168301 | 5.7% |
| o | 168301 | 5.7% |
| w | 168301 | 5.7% |
| Other values (5) | 152110 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1420664 | |
| Lowercase Letter | 1178107 | |
| Dash Punctuation | 336602 | 11.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| E | 429178 | |
| M | 279792 | |
| A | 279792 | |
| L | 279792 | |
| F | 148478 | 10.5% |
| O | 908 | 0.1% |
| T | 908 | 0.1% |
| H | 908 | 0.1% |
| R | 908 | 0.1% |
| Value | Count | Frequency (%) |
| n | 504903 | |
| u | 168301 | 14.3% |
| k | 168301 | 14.3% |
| o | 168301 | 14.3% |
| w | 168301 | 14.3% |
| Value | Count | Frequency (%) |
| - | 336602 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2598771 | |
| Common | 336602 | 11.5% |
Most frequent character per script
| Value | Count | Frequency (%) |
| n | 504903 | |
| E | 429178 | |
| M | 279792 | |
| A | 279792 | |
| L | 279792 | |
| u | 168301 | 6.5% |
| k | 168301 | 6.5% |
| o | 168301 | 6.5% |
| w | 168301 | 6.5% |
| F | 148478 | 5.7% |
| Other values (4) | 3632 | 0.1% |
| Value | Count | Frequency (%) |
| - | 336602 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2935373 |
Most frequent character per block
| Value | Count | Frequency (%) |
| n | 504903 | |
| E | 429178 | |
| - | 336602 | |
| M | 279792 | |
| A | 279792 | |
| L | 279792 | |
| u | 168301 | 5.7% |
| k | 168301 | 5.7% |
| o | 168301 | 5.7% |
| w | 168301 | 5.7% |
| Other values (5) | 152110 | 5.2% |
signup_method
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 MiB |
| basic | |
|---|---|
| 689 |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.820512649 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2613416 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | basic |
| 4th row | |
| 5th row | basic |
| Value | Count | Frequency (%) |
| basic | 325738 | |
| 122574 | 27.3% | |
| 689 | 0.2% |
| Value | Count | Frequency (%) |
| basic | 325738 | |
| 122574 | 27.3% | |
| 689 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 448312 | |
| c | 448312 | |
| b | 448312 | |
| s | 325738 | |
| i | 325738 | |
| o | 246526 | |
| e | 123263 | 4.7% |
| f | 122574 | 4.7% |
| k | 122574 | 4.7% |
| g | 1378 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2613416 |
Most frequent character per category
| Value | Count | Frequency (%) |
| a | 448312 | |
| c | 448312 | |
| b | 448312 | |
| s | 325738 | |
| i | 325738 | |
| o | 246526 | |
| e | 123263 | 4.7% |
| f | 122574 | 4.7% |
| k | 122574 | 4.7% |
| g | 1378 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2613416 |
Most frequent character per script
| Value | Count | Frequency (%) |
| a | 448312 | |
| c | 448312 | |
| b | 448312 | |
| s | 325738 | |
| i | 325738 | |
| o | 246526 | |
| e | 123263 | 4.7% |
| f | 122574 | 4.7% |
| k | 122574 | 4.7% |
| g | 1378 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2613416 |
Most frequent character per block
| Value | Count | Frequency (%) |
| a | 448312 | |
| c | 448312 | |
| b | 448312 | |
| s | 325738 | |
| i | 325738 | |
| o | 246526 | |
| e | 123263 | 4.7% |
| f | 122574 | 4.7% |
| k | 122574 | 4.7% |
| g | 1378 | 0.1% |
language
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 MiB |
| en | |
|---|---|
| fr | 2565 |
| zh | 2186 |
| de | 1868 |
| es | 1740 |
| Other values (20) | 4547 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 898002 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | en |
|---|---|
| 2nd row | en |
| 3rd row | en |
| 4th row | en |
| 5th row | en |
| Value | Count | Frequency (%) |
| en | 436095 | |
| fr | 2565 | 0.6% |
| zh | 2186 | 0.5% |
| de | 1868 | 0.4% |
| es | 1740 | 0.4% |
| ko | 1122 | 0.2% |
| it | 878 | 0.2% |
| ru | 620 | 0.1% |
| pt | 387 | 0.1% |
| ja | 354 | 0.1% |
| Other values (15) | 1186 | 0.3% |
| Value | Count | Frequency (%) |
| en | 436095 | |
| fr | 2565 | 0.6% |
| zh | 2186 | 0.5% |
| de | 1868 | 0.4% |
| es | 1740 | 0.4% |
| ko | 1122 | 0.2% |
| it | 878 | 0.2% |
| ru | 620 | 0.1% |
| pt | 387 | 0.1% |
| ja | 354 | 0.1% |
| Other values (15) | 1186 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 439760 | |
| n | 436475 | |
| r | 3275 | 0.4% |
| f | 2585 | 0.3% |
| h | 2235 | 0.2% |
| z | 2186 | 0.2% |
| s | 2024 | 0.2% |
| d | 1987 | 0.2% |
| t | 1380 | 0.2% |
| o | 1177 | 0.1% |
| Other values (9) | 4918 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 898002 |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 439760 | |
| n | 436475 | |
| r | 3275 | 0.4% |
| f | 2585 | 0.3% |
| h | 2235 | 0.2% |
| z | 2186 | 0.2% |
| s | 2024 | 0.2% |
| d | 1987 | 0.2% |
| t | 1380 | 0.2% |
| o | 1177 | 0.1% |
| Other values (9) | 4918 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 898002 |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 439760 | |
| n | 436475 | |
| r | 3275 | 0.4% |
| f | 2585 | 0.3% |
| h | 2235 | 0.2% |
| z | 2186 | 0.2% |
| s | 2024 | 0.2% |
| d | 1987 | 0.2% |
| t | 1380 | 0.2% |
| o | 1177 | 0.1% |
| Other values (9) | 4918 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 898002 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 439760 | |
| n | 436475 | |
| r | 3275 | 0.4% |
| f | 2585 | 0.3% |
| h | 2235 | 0.2% |
| z | 2186 | 0.2% |
| s | 2024 | 0.2% |
| d | 1987 | 0.2% |
| t | 1380 | 0.2% |
| o | 1177 | 0.1% |
| Other values (9) | 4918 | 0.5% |
affiliate_channel
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 MiB |
| direct | |
|---|---|
| sem-brand | |
| sem-non-brand | |
| seo | 18825 |
| other | 14078 |
| Other values (3) | 20217 |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 6.821588371 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3062900 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | direct |
|---|---|
| 2nd row | seo |
| 3rd row | direct |
| 4th row | direct |
| 5th row | other |
| Value | Count | Frequency (%) |
| direct | 297015 | |
| sem-brand | 58469 | 13.0% |
| sem-non-brand | 40397 | 9.0% |
| seo | 18825 | 4.2% |
| other | 14078 | 3.1% |
| api | 12110 | 2.7% |
| content | 5736 | 1.3% |
| remarketing | 2371 | 0.5% |
| Value | Count | Frequency (%) |
| direct | 297015 | |
| sem-brand | 58469 | 13.0% |
| sem-non-brand | 40397 | 9.0% |
| seo | 18825 | 4.2% |
| other | 14078 | 3.1% |
| api | 12110 | 2.7% |
| content | 5736 | 1.3% |
| remarketing | 2371 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 439262 | |
| r | 414701 | |
| d | 395881 | |
| t | 324936 | |
| i | 311496 | |
| c | 302751 | |
| n | 193503 | |
| - | 139263 | 4.5% |
| s | 117691 | 3.8% |
| a | 113347 | 3.7% |
| Other values (7) | 310069 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2923637 | |
| Dash Punctuation | 139263 | 4.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 439262 | |
| r | 414701 | |
| d | 395881 | |
| t | 324936 | |
| i | 311496 | |
| c | 302751 | |
| n | 193503 | |
| s | 117691 | 4.0% |
| a | 113347 | 3.9% |
| m | 101237 | 3.5% |
| Other values (6) | 208832 |
| Value | Count | Frequency (%) |
| - | 139263 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2923637 | |
| Common | 139263 | 4.5% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 439262 | |
| r | 414701 | |
| d | 395881 | |
| t | 324936 | |
| i | 311496 | |
| c | 302751 | |
| n | 193503 | |
| s | 117691 | 4.0% |
| a | 113347 | 3.9% |
| m | 101237 | 3.5% |
| Other values (6) | 208832 |
| Value | Count | Frequency (%) |
| - | 139263 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3062900 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 439262 | |
| r | 414701 | |
| d | 395881 | |
| t | 324936 | |
| i | 311496 | |
| c | 302751 | |
| n | 193503 | |
| - | 139263 | 4.5% |
| s | 117691 | 3.8% |
| a | 113347 | 3.7% |
| Other values (7) | 310069 |
affiliate_provider
Categorical
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 MiB |
| direct | |
|---|---|
| other | 19559 |
| craigslist | 5332 |
| bing | 5150 |
| Other values (13) | 10467 |
Length
| Max length | 19 |
|---|---|
| Median length | 6 |
| Mean length | 6.031271645 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2708047 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | direct |
|---|---|
| 2nd row | |
| 3rd row | direct |
| 4th row | direct |
| 5th row | other |
| Value | Count | Frequency (%) |
| direct | 296322 | |
| 112171 | 25.0% | |
| other | 19559 | 4.4% |
| craigslist | 5332 | 1.2% |
| bing | 5150 | 1.1% |
| 4767 | 1.1% | |
| vast | 1424 | 0.3% |
| padmapper | 1064 | 0.2% |
| facebook-open-graph | 1001 | 0.2% |
| yahoo | 828 | 0.2% |
| Other values (8) | 1383 | 0.3% |
| Value | Count | Frequency (%) |
| direct | 296322 | |
| 112171 | 25.0% | |
| other | 19559 | 4.4% |
| craigslist | 5332 | 1.2% |
| bing | 5150 | 1.1% |
| 4767 | 1.1% | |
| vast | 1424 | 0.3% |
| padmapper | 1064 | 0.2% |
| facebook-open-graph | 1001 | 0.2% |
| yahoo | 828 | 0.2% |
| Other values (8) | 1383 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 437359 | |
| r | 323609 | |
| t | 323327 | |
| i | 312687 | |
| c | 307422 | |
| d | 297449 | |
| o | 258094 | |
| g | 236624 | |
| l | 117757 | 4.3% |
| h | 21388 | 0.8% |
| Other values (14) | 72331 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2705791 | |
| Dash Punctuation | 2256 | 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 437359 | |
| r | 323609 | |
| t | 323327 | |
| i | 312687 | |
| c | 307422 | |
| d | 297449 | |
| o | 258094 | |
| g | 236624 | |
| l | 117757 | 4.4% |
| h | 21388 | 0.8% |
| Other values (13) | 70075 | 2.6% |
| Value | Count | Frequency (%) |
| - | 2256 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2705791 | |
| Common | 2256 | 0.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 437359 | |
| r | 323609 | |
| t | 323327 | |
| i | 312687 | |
| c | 307422 | |
| d | 297449 | |
| o | 258094 | |
| g | 236624 | |
| l | 117757 | 4.4% |
| h | 21388 | 0.8% |
| Other values (13) | 70075 | 2.6% |
| Value | Count | Frequency (%) |
| - | 2256 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2708047 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 437359 | |
| r | 323609 | |
| t | 323327 | |
| i | 312687 | |
| c | 307422 | |
| d | 297449 | |
| o | 258094 | |
| g | 236624 | |
| l | 117757 | 4.3% |
| h | 21388 | 0.8% |
| Other values (14) | 72331 | 2.7% |
first_affiliate_tracked
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 MiB |
| untracked | |
|---|---|
| linked | |
| omg | |
| tracked-other | 10627 |
| product | 3885 |
| Other values (2) | 274 |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 7.160692292 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3215158 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | untracked |
|---|---|
| 2nd row | untracked |
| 3rd row | untracked |
| 4th row | untracked |
| 5th row | omg |
| Value | Count | Frequency (%) |
| untracked | 241435 | |
| linked | 98697 | |
| omg | 94083 | 21.0% |
| tracked-other | 10627 | 2.4% |
| product | 3885 | 0.9% |
| marketing | 211 | < 0.1% |
| local ops | 63 | < 0.1% |
| Value | Count | Frequency (%) |
| untracked | 241435 | |
| linked | 98697 | |
| omg | 94083 | 21.0% |
| tracked-other | 10627 | 2.4% |
| product | 3885 | 0.9% |
| marketing | 211 | < 0.1% |
| local | 63 | < 0.1% |
| ops | 63 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 361597 | |
| d | 354644 | |
| k | 350970 | |
| n | 340343 | |
| t | 266785 | |
| r | 266785 | |
| c | 256010 | |
| a | 252336 | |
| u | 245320 | |
| o | 108721 | 3.4% |
| Other values (9) | 411647 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3204468 | |
| Dash Punctuation | 10627 | 0.3% |
| Space Separator | 63 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 361597 | |
| d | 354644 | |
| k | 350970 | |
| n | 340343 | |
| t | 266785 | |
| r | 266785 | |
| c | 256010 | |
| a | 252336 | |
| u | 245320 | |
| o | 108721 | 3.4% |
| Other values (7) | 400957 |
| Value | Count | Frequency (%) |
| - | 10627 |
| Value | Count | Frequency (%) |
| 63 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3204468 | |
| Common | 10690 | 0.3% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 361597 | |
| d | 354644 | |
| k | 350970 | |
| n | 340343 | |
| t | 266785 | |
| r | 266785 | |
| c | 256010 | |
| a | 252336 | |
| u | 245320 | |
| o | 108721 | 3.4% |
| Other values (7) | 400957 |
| Value | Count | Frequency (%) |
| - | 10627 | |
| 63 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3215158 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 361597 | |
| d | 354644 | |
| k | 350970 | |
| n | 340343 | |
| t | 266785 | |
| r | 266785 | |
| c | 256010 | |
| a | 252336 | |
| u | 245320 | |
| o | 108721 | 3.4% |
| Other values (9) | 411647 |
signup_app
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 MiB |
| Web | |
|---|---|
| iOS | 27966 |
| Moweb | 9126 |
| Android | 7194 |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 3.104739188 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1394031 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Web |
|---|---|
| 2nd row | Web |
| 3rd row | Web |
| 4th row | Web |
| 5th row | Web |
| Value | Count | Frequency (%) |
| Web | 404715 | |
| iOS | 27966 | 6.2% |
| Moweb | 9126 | 2.0% |
| Android | 7194 | 1.6% |
| Value | Count | Frequency (%) |
| web | 404715 | |
| ios | 27966 | 6.2% |
| moweb | 9126 | 2.0% |
| android | 7194 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 413841 | |
| b | 413841 | |
| W | 404715 | |
| i | 35160 | 2.5% |
| O | 27966 | 2.0% |
| S | 27966 | 2.0% |
| o | 16320 | 1.2% |
| d | 14388 | 1.0% |
| M | 9126 | 0.7% |
| w | 9126 | 0.7% |
| Other values (3) | 21582 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 917064 | |
| Uppercase Letter | 476967 |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 413841 | |
| b | 413841 | |
| i | 35160 | 3.8% |
| o | 16320 | 1.8% |
| d | 14388 | 1.6% |
| w | 9126 | 1.0% |
| n | 7194 | 0.8% |
| r | 7194 | 0.8% |
| Value | Count | Frequency (%) |
| W | 404715 | |
| O | 27966 | 5.9% |
| S | 27966 | 5.9% |
| M | 9126 | 1.9% |
| A | 7194 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1394031 |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 413841 | |
| b | 413841 | |
| W | 404715 | |
| i | 35160 | 2.5% |
| O | 27966 | 2.0% |
| S | 27966 | 2.0% |
| o | 16320 | 1.2% |
| d | 14388 | 1.0% |
| M | 9126 | 0.7% |
| w | 9126 | 0.7% |
| Other values (3) | 21582 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1394031 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 413841 | |
| b | 413841 | |
| W | 404715 | |
| i | 35160 | 2.5% |
| O | 27966 | 2.0% |
| S | 27966 | 2.0% |
| o | 16320 | 1.2% |
| d | 14388 | 1.0% |
| M | 9126 | 0.7% |
| w | 9126 | 0.7% |
| Other values (3) | 21582 | 1.5% |
first_device_type
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 MiB |
| Mac Desktop | |
|---|---|
| Windows Desktop | |
| iPhone | |
| iPad | |
| Other/Unknown | 6574 |
| Other values (4) | 9324 |
Length
| Max length | 18 |
|---|---|
| Median length | 11 |
| Mean length | 11.63518344 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5224209 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mac Desktop |
|---|---|
| 2nd row | Mac Desktop |
| 3rd row | Windows Desktop |
| 4th row | Mac Desktop |
| 5th row | Mac Desktop |
| Value | Count | Frequency (%) |
| Mac Desktop | 213221 | |
| Windows Desktop | 156216 | |
| iPhone | 32727 | 7.3% |
| iPad | 30939 | 6.9% |
| Other/Unknown | 6574 | 1.5% |
| Android Phone | 3820 | 0.9% |
| Desktop (Other) | 2854 | 0.6% |
| Android Tablet | 2553 | 0.6% |
| SmartPhone (Other) | 97 | < 0.1% |
| Value | Count | Frequency (%) |
| desktop | 372291 | |
| mac | 213221 | |
| windows | 156216 | |
| iphone | 32727 | 4.0% |
| ipad | 30939 | 3.7% |
| other/unknown | 6574 | 0.8% |
| android | 6373 | 0.8% |
| phone | 3820 | 0.5% |
| other | 2951 | 0.4% |
| tablet | 2553 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 578098 | |
| s | 528507 | 10.1% |
| e | 421013 | 8.1% |
| t | 384466 | 7.4% |
| k | 378865 | 7.3% |
| 378761 | 7.3% | |
| D | 372291 | 7.1% |
| p | 372291 | 7.1% |
| a | 246810 | 4.7% |
| i | 226255 | 4.3% |
| Other values (20) | 1336852 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3998539 | |
| Uppercase Letter | 834433 | 16.0% |
| Space Separator | 378761 | 7.3% |
| Other Punctuation | 6574 | 0.1% |
| Open Punctuation | 2951 | 0.1% |
| Close Punctuation | 2951 | 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| o | 578098 | |
| s | 528507 | |
| e | 421013 | |
| t | 384466 | |
| k | 378865 | |
| p | 372291 | |
| a | 246810 | |
| i | 226255 | 5.7% |
| n | 218955 | 5.5% |
| c | 213221 | 5.3% |
| Other values (7) | 430058 |
| Value | Count | Frequency (%) |
| D | 372291 | |
| M | 213221 | |
| W | 156216 | |
| P | 67583 | 8.1% |
| O | 9525 | 1.1% |
| U | 6574 | 0.8% |
| A | 6373 | 0.8% |
| T | 2553 | 0.3% |
| S | 97 | < 0.1% |
| Value | Count | Frequency (%) |
| 378761 |
| Value | Count | Frequency (%) |
| / | 6574 |
| Value | Count | Frequency (%) |
| ( | 2951 |
| Value | Count | Frequency (%) |
| ) | 2951 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4832972 | |
| Common | 391237 | 7.5% |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 578098 | |
| s | 528507 | |
| e | 421013 | 8.7% |
| t | 384466 | 8.0% |
| k | 378865 | 7.8% |
| D | 372291 | 7.7% |
| p | 372291 | 7.7% |
| a | 246810 | 5.1% |
| i | 226255 | 4.7% |
| n | 218955 | 4.5% |
| Other values (16) | 1105421 |
| Value | Count | Frequency (%) |
| 378761 | ||
| / | 6574 | 1.7% |
| ( | 2951 | 0.8% |
| ) | 2951 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5224209 |
Most frequent character per block
| Value | Count | Frequency (%) |
| o | 578098 | |
| s | 528507 | 10.1% |
| e | 421013 | 8.1% |
| t | 384466 | 7.4% |
| k | 378865 | 7.3% |
| 378761 | 7.3% | |
| D | 372291 | 7.1% |
| p | 372291 | 7.1% |
| a | 246810 | 4.7% |
| i | 226255 | 4.3% |
| Other values (20) | 1336852 |
| Distinct | 51 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 MiB |
| Chrome | |
|---|---|
| Safari | |
| Firefox | |
| IE | |
| Mobile Safari | |
| Other values (46) |
Length
| Max length | 18 |
|---|---|
| Median length | 6 |
| Mean length | 6.672610974 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2996009 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Chrome |
|---|---|
| 2nd row | Chrome |
| 3rd row | IE |
| 4th row | Firefox |
| 5th row | Chrome |
| Value | Count | Frequency (%) |
| Chrome | 145623 | |
| Safari | 105699 | |
| Firefox | 78029 | |
| IE | 43516 | 9.7% |
| Mobile Safari | 38350 | 8.5% |
| -unknown- | 32606 | 7.3% |
| Chrome Mobile | 2104 | 0.5% |
| Android Browser | 1293 | 0.3% |
| Opera | 376 | 0.1% |
| AOL Explorer | 351 | 0.1% |
| Other values (41) | 1054 | 0.2% |
| Value | Count | Frequency (%) |
| chrome | 147727 | |
| safari | 144049 | |
| firefox | 78066 | |
| ie | 43552 | 8.9% |
| mobile | 40529 | 8.2% |
| unknown | 32606 | 6.6% |
| browser | 1453 | 0.3% |
| android | 1293 | 0.3% |
| explorer | 395 | 0.1% |
| opera | 382 | 0.1% |
| Other values (45) | 1424 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 375788 | |
| o | 302773 | |
| a | 288881 | |
| e | 269094 | 9.0% |
| i | 264455 | 8.8% |
| f | 222115 | 7.4% |
| m | 148065 | 4.9% |
| h | 147970 | 4.9% |
| C | 147934 | 4.9% |
| S | 144339 | 4.8% |
| Other values (40) | 684595 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2384790 | |
| Uppercase Letter | 503516 | 16.8% |
| Dash Punctuation | 65212 | 2.2% |
| Space Separator | 42475 | 1.4% |
| Other Punctuation | 12 | < 0.1% |
| Decimal Number | 4 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| r | 375788 | |
| o | 302773 | |
| a | 288881 | |
| e | 269094 | |
| i | 264455 | |
| f | 222115 | |
| m | 148065 | 6.2% |
| h | 147970 | 6.2% |
| n | 99312 | 4.2% |
| x | 78560 | 3.3% |
| Other values (14) | 187777 |
| Value | Count | Frequency (%) |
| C | 147934 | |
| S | 144339 | |
| F | 78088 | |
| E | 43949 | 8.7% |
| I | 43624 | 8.7% |
| M | 40773 | 8.1% |
| B | 1775 | 0.4% |
| A | 1725 | 0.3% |
| O | 748 | 0.1% |
| L | 351 | 0.1% |
| Other values (10) | 210 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 2 | 1 | |
| 7 | 1 |
| Value | Count | Frequency (%) |
| - | 65212 |
| Value | Count | Frequency (%) |
| 42475 |
| Value | Count | Frequency (%) |
| . | 12 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2888306 | |
| Common | 107703 | 3.6% |
Most frequent character per script
| Value | Count | Frequency (%) |
| r | 375788 | |
| o | 302773 | |
| a | 288881 | |
| e | 269094 | |
| i | 264455 | |
| f | 222115 | 7.7% |
| m | 148065 | 5.1% |
| h | 147970 | 5.1% |
| C | 147934 | 5.1% |
| S | 144339 | 5.0% |
| Other values (34) | 576892 |
| Value | Count | Frequency (%) |
| - | 65212 | |
| 42475 | ||
| . | 12 | < 0.1% |
| 0 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2996009 |
Most frequent character per block
| Value | Count | Frequency (%) |
| r | 375788 | |
| o | 302773 | |
| a | 288881 | |
| e | 269094 | 9.0% |
| i | 264455 | 8.8% |
| f | 222115 | 7.4% |
| m | 148065 | 4.9% |
| h | 147970 | 4.9% |
| C | 147934 | 4.9% |
| S | 144339 | 4.8% |
| Other values (40) | 684595 |
country_destination
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 MiB |
| NDF | |
|---|---|
| US | |
| FR | |
| other | |
| GB | |
| Other values (7) |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.461068015 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1105022 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NDF |
|---|---|
| 2nd row | NDF |
| 3rd row | US |
| 4th row | other |
| 5th row | US |
| Value | Count | Frequency (%) |
| NDF | 119810 | |
| US | 59266 | |
| FR | 29601 | 6.6% |
| other | 29070 | 6.5% |
| GB | 28818 | 6.4% |
| IT | 28790 | 6.4% |
| CA | 27914 | 6.2% |
| ES | 27840 | 6.2% |
| DE | 26934 | 6.0% |
| NL | 24974 | 5.6% |
| Other values (2) | 45984 | 10.2% |
| Value | Count | Frequency (%) |
| ndf | 119810 | |
| us | 59266 | |
| fr | 29601 | 6.6% |
| other | 29070 | 6.5% |
| gb | 28818 | 6.4% |
| it | 28790 | 6.4% |
| ca | 27914 | 6.2% |
| es | 27840 | 6.2% |
| de | 26934 | 6.0% |
| nl | 24974 | 5.6% |
| Other values (2) | 45984 | 10.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 149411 | |
| D | 146744 | |
| N | 144784 | |
| S | 87106 | 7.9% |
| U | 83251 | 7.5% |
| E | 54774 | 5.0% |
| A | 51899 | 4.7% |
| T | 50789 | 4.6% |
| R | 29601 | 2.7% |
| o | 29070 | 2.6% |
| Other values (10) | 277593 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 959672 | |
| Lowercase Letter | 145350 | 13.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| F | 149411 | |
| D | 146744 | |
| N | 144784 | |
| S | 87106 | |
| U | 83251 | |
| E | 54774 | 5.7% |
| A | 51899 | 5.4% |
| T | 50789 | 5.3% |
| R | 29601 | 3.1% |
| G | 28818 | 3.0% |
| Other values (5) | 132495 |
| Value | Count | Frequency (%) |
| o | 29070 | |
| t | 29070 | |
| h | 29070 | |
| e | 29070 | |
| r | 29070 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1105022 |
Most frequent character per script
| Value | Count | Frequency (%) |
| F | 149411 | |
| D | 146744 | |
| N | 144784 | |
| S | 87106 | 7.9% |
| U | 83251 | 7.5% |
| E | 54774 | 5.0% |
| A | 51899 | 4.7% |
| T | 50789 | 4.6% |
| R | 29601 | 2.7% |
| o | 29070 | 2.6% |
| Other values (10) | 277593 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1105022 |
Most frequent character per block
| Value | Count | Frequency (%) |
| F | 149411 | |
| D | 146744 | |
| N | 144784 | |
| S | 87106 | 7.9% |
| U | 83251 | 7.5% |
| E | 54774 | 5.0% |
| A | 51899 | 4.7% |
| T | 50789 | 4.6% |
| R | 29601 | 2.7% |
| o | 29070 | 2.6% |
| Other values (10) | 277593 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| age | signup_flow | days_from_first_active_until_booking | days_from_first_active_until_account_created | days_from_account_created_until_first_booking | year_first_active | month_first_active | day_first_active | dayofweek_first_active | weekodyear_first_active | year_first_booking | month_first_booking | day_first_booking | dayofweek_first_booking | weekofyear_first_booking | year_first_created_account | month_first_created_account | day_first_created_account | dayofweek_first_created_account | weekofyear_first_created_account | gender | signup_method | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | country_destination | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 49 | 0 | 7393 | 466 | 6927 | 2009 | 3 | 19 | 3 | 12 | 2029 | 6 | 15 | 4 | 24 | 2010 | 6 | 28 | 0 | 26 | -unknown- | en | direct | direct | untracked | Web | Mac Desktop | Chrome | NDF | |
| 1 | 38 | 0 | 7328 | 732 | 6596 | 2009 | 5 | 23 | 5 | 21 | 2029 | 6 | 15 | 4 | 24 | 2011 | 5 | 25 | 2 | 21 | MALE | en | seo | untracked | Web | Mac Desktop | Chrome | NDF | ||
| 2 | 56 | 3 | 419 | 476 | -57 | 2009 | 6 | 9 | 1 | 24 | 2010 | 8 | 2 | 0 | 31 | 2010 | 9 | 28 | 1 | 39 | FEMALE | basic | en | direct | direct | untracked | Web | Windows Desktop | IE | US |
| 3 | 42 | 0 | 1043 | 765 | 278 | 2009 | 10 | 31 | 5 | 44 | 2012 | 9 | 8 | 5 | 36 | 2011 | 12 | 5 | 0 | 49 | FEMALE | en | direct | direct | untracked | Web | Mac Desktop | Firefox | other | |
| 4 | 49 | 0 | 1 | 0 | 1 | 2010 | 1 | 1 | 4 | 53 | 2010 | 1 | 2 | 5 | 53 | 2010 | 1 | 1 | 4 | 53 | -unknown- | basic | en | other | other | omg | Web | Mac Desktop | Chrome | US |
| 5 | 46 | 0 | 3 | 0 | 3 | 2010 | 1 | 2 | 5 | 53 | 2010 | 1 | 5 | 1 | 1 | 2010 | 1 | 2 | 5 | 53 | FEMALE | basic | en | other | craigslist | untracked | Web | Mac Desktop | Safari | US |
| 6 | 47 | 0 | 10 | 0 | 10 | 2010 | 1 | 3 | 6 | 53 | 2010 | 1 | 13 | 2 | 2 | 2010 | 1 | 3 | 6 | 53 | FEMALE | basic | en | direct | direct | omg | Web | Mac Desktop | Safari | US |
| 7 | 50 | 0 | 206 | 0 | 206 | 2010 | 1 | 4 | 0 | 1 | 2010 | 7 | 29 | 3 | 30 | 2010 | 1 | 4 | 0 | 1 | FEMALE | basic | en | other | craigslist | untracked | Web | Mac Desktop | Safari | US |
| 8 | 46 | 0 | 0 | 0 | 0 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 4 | 0 | 1 | -unknown- | basic | en | other | craigslist | omg | Web | Mac Desktop | Firefox | US |
| 9 | 36 | 0 | 2 | 0 | 2 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 6 | 2 | 1 | 2010 | 1 | 4 | 0 | 1 | FEMALE | basic | en | other | craigslist | untracked | Web | Mac Desktop | Firefox | US |
Last rows
| age | signup_flow | days_from_first_active_until_booking | days_from_first_active_until_account_created | days_from_account_created_until_first_booking | year_first_active | month_first_active | day_first_active | dayofweek_first_active | weekodyear_first_active | year_first_booking | month_first_booking | day_first_booking | dayofweek_first_booking | weekofyear_first_booking | year_first_created_account | month_first_created_account | day_first_created_account | dayofweek_first_created_account | weekofyear_first_created_account | gender | signup_method | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | country_destination | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 448991 | 22 | 0 | 1 | 0 | 1 | 2013 | 9 | 23 | 0 | 39 | 2013 | 9 | 25 | 2 | 39 | 2013 | 9 | 23 | 0 | 39 | FEMALE | basic | de | sem-brand | untracked | Web | Windows Desktop | Chrome | other | |
| 448992 | 32 | 0 | 3 | 0 | 3 | 2013 | 4 | 27 | 5 | 17 | 2013 | 5 | 1 | 2 | 18 | 2013 | 4 | 27 | 5 | 17 | -unknown- | basic | en | sem-brand | linked | Web | Mac Desktop | Firefox | other | |
| 448993 | 41 | 0 | 43 | 0 | 43 | 2012 | 11 | 11 | 1 | 45 | 2012 | 12 | 25 | 3 | 51 | 2012 | 11 | 11 | 1 | 45 | MALE | basic | en | direct | direct | untracked | Web | Windows Desktop | Chrome | other |
| 448994 | 46 | 0 | 2 | 0 | 2 | 2013 | 10 | 25 | 4 | 43 | 2013 | 10 | 27 | 6 | 43 | 2013 | 10 | 25 | 4 | 43 | MALE | basic | en | seo | untracked | Web | Mac Desktop | Safari | other | |
| 448995 | 66 | 0 | 18 | 0 | 18 | 2013 | 3 | 19 | 4 | 11 | 2013 | 4 | 6 | 1 | 14 | 2013 | 3 | 19 | 4 | 11 | FEMALE | basic | en | direct | direct | omg | Web | Windows Desktop | Firefox | other |
| 448996 | 49 | 2 | 13 | 0 | 13 | 2012 | 4 | 18 | 4 | 19 | 2012 | 5 | 1 | 3 | 21 | 2012 | 4 | 18 | 4 | 19 | -unknown- | basic | en | sem-non-brand | omg | Web | Mac Desktop | Safari | other | |
| 448997 | 28 | 25 | 3 | 0 | 3 | 2013 | 9 | 3 | 3 | 38 | 2013 | 9 | 7 | 2 | 39 | 2013 | 9 | 3 | 3 | 38 | FEMALE | basic | en | direct | direct | untracked | iOS | iPhone | -unknown- | other |
| 448998 | 49 | 0 | 0 | 0 | 0 | 2013 | 10 | 12 | 5 | 41 | 2013 | 10 | 12 | 5 | 41 | 2013 | 10 | 12 | 5 | 41 | -unknown- | basic | en | direct | direct | untracked | Web | Mac Desktop | Safari | other |
| 448999 | 57 | 0 | 0 | 0 | 0 | 2012 | 11 | 26 | 3 | 47 | 2012 | 11 | 26 | 1 | 48 | 2012 | 11 | 26 | 3 | 47 | FEMALE | basic | en | direct | direct | untracked | Web | Mac Desktop | Safari | other |
| 449000 | 29 | 0 | 0 | 0 | 0 | 2014 | 3 | 28 | 4 | 13 | 2014 | 3 | 28 | 4 | 13 | 2014 | 3 | 28 | 4 | 13 | MALE | basic | en | direct | direct | untracked | Web | Mac Desktop | Safari | other |
Most frequent
| age | signup_flow | days_from_first_active_until_booking | days_from_first_active_until_account_created | days_from_account_created_until_first_booking | year_first_active | month_first_active | day_first_active | dayofweek_first_active | weekodyear_first_active | year_first_booking | month_first_booking | day_first_booking | dayofweek_first_booking | weekofyear_first_booking | year_first_created_account | month_first_created_account | day_first_created_account | dayofweek_first_created_account | weekofyear_first_created_account | gender | signup_method | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | country_destination | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36252 | 49 | 0 | 0 | 0 | 0 | 2014 | 5 | 24 | 5 | 21 | 2014 | 5 | 25 | 6 | 21 | 2014 | 5 | 24 | 5 | 21 | -unknown- | basic | en | direct | direct | product | Web | Windows Desktop | Chrome | PT | 59 |
| 52837 | 49 | 25 | 5505 | 0 | 5505 | 2014 | 5 | 20 | 1 | 21 | 2029 | 6 | 15 | 4 | 24 | 2014 | 5 | 20 | 1 | 21 | -unknown- | basic | en | direct | direct | untracked | iOS | iPhone | -unknown- | NDF | 56 |
| 52816 | 49 | 25 | 5492 | 0 | 5492 | 2014 | 6 | 2 | 0 | 23 | 2029 | 6 | 15 | 4 | 24 | 2014 | 6 | 2 | 0 | 23 | -unknown- | basic | en | direct | direct | untracked | iOS | iPhone | -unknown- | NDF | 50 |
| 52846 | 49 | 25 | 5511 | 0 | 5511 | 2014 | 5 | 14 | 2 | 20 | 2029 | 6 | 15 | 4 | 24 | 2014 | 5 | 14 | 2 | 20 | -unknown- | basic | en | direct | direct | untracked | iOS | iPhone | -unknown- | NDF | 48 |
| 52847 | 49 | 25 | 5512 | 0 | 5512 | 2014 | 5 | 13 | 1 | 20 | 2029 | 6 | 15 | 4 | 24 | 2014 | 5 | 13 | 1 | 20 | -unknown- | basic | en | direct | direct | untracked | iOS | iPhone | -unknown- | NDF | 48 |
| 52866 | 49 | 25 | 5527 | 0 | 5527 | 2014 | 4 | 28 | 0 | 18 | 2029 | 6 | 15 | 4 | 24 | 2014 | 4 | 28 | 0 | 18 | -unknown- | basic | en | direct | direct | untracked | iOS | iPhone | -unknown- | NDF | 43 |
| 36357 | 49 | 0 | 0 | 0 | 0 | 2014 | 5 | 29 | 3 | 22 | 2014 | 5 | 29 | 3 | 22 | 2014 | 5 | 29 | 3 | 22 | -unknown- | basic | en | direct | direct | untracked | Web | Mac Desktop | Safari | PT | 42 |
| 52815 | 49 | 25 | 5491 | 0 | 5491 | 2014 | 6 | 3 | 1 | 23 | 2029 | 6 | 15 | 4 | 24 | 2014 | 6 | 3 | 1 | 23 | -unknown- | basic | en | direct | direct | untracked | iOS | iPhone | -unknown- | NDF | 40 |
| 52872 | 49 | 25 | 5532 | 0 | 5532 | 2014 | 4 | 23 | 2 | 17 | 2029 | 6 | 15 | 4 | 24 | 2014 | 4 | 23 | 2 | 17 | -unknown- | basic | en | direct | direct | untracked | iOS | iPhone | -unknown- | NDF | 40 |
| 33786 | 49 | 0 | 0 | 0 | 0 | 2013 | 2 | 11 | 0 | 7 | 2013 | 2 | 11 | 0 | 7 | 2013 | 2 | 11 | 0 | 7 | -unknown- | basic | en | direct | direct | untracked | Web | Windows Desktop | Chrome | PT | 38 |